low risk
Musicians, Instrumentalvs
50 shared · 16 different
core competencies
Side-by-Side Comparison
Musicians, Instrumental leads 4–0| Metric | Musicians, Instrumental | Umpires, Referees, and Other Sports Officials |
|---|---|---|
| Risk Score | 19.5% | 39.7% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 5th | 80th |
| Tasks at Risk (>50%) | 3 / 15 | 10 / 15 |
| Median Salary | N/A | $38,820 |
| Employment | 38K | 15K |
Skill Comparison
|
Sorted by largest difference
Hearing Sensitivity
Performing for or Working Directly with the Public
Thinking Creatively
Multilimb Coordination
Auditory Attention
Coaching and Developing Others
Analyzing Data or Information
Originality
Far Vision
Organizing, Planning, and Prioritizing Work
Training and Teaching Others
Resolving Conflicts and Negotiating with Others
Protective Factors
Higher values indicate stronger protection against AI displacement
Musicians, Instrumental
31%
total discount
Umpires, Referees, and Other Sports Officials
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Musicians, Instrumental
3 of 15 at risk89%Transpose music to alternate keys, or to fit individual styles or purposes.
59%Arrange and edit music to fit style and purpose.
51%Sight-read musical parts during rehearsals.
37%Practice musical instrument performances, individually or in rehearsal with other musicians, to master individual pieces of music or to maintain and improve skills.
36%Play musical instruments as soloists, or as members or guest artists of musical groups such as orchestras, ensembles, or bands.
Umpires, Referees, and Other Sports Officials
10 of 15 at risk88%Keep track of event times, including race times and elapsed time during game segments, starting or stopping play when necessary.
88%Verify scoring calculations before competition winners are announced.
88%Compile scores and other athletic records.
86%Report to regulating organizations regarding sporting activities, complaints made, and actions taken or needed such as fines or other disciplinary actions.
86%Verify credentials of participants in sporting events, and make other qualifying determinations such as starting order or handicap number.
Wage Comparison
Musicians, InstrumentalUmpires, Referees, and Other Sports Officials
10th
N/A$25,070
25th
N/A$30,920
Median
N/A$38,820
75th
N/A$53,560
90th
N/A$93,180
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Musicians, Instrumental2028–2035
Umpires, Referees, and Other Sports Officials2028–2035
20242030203520402045
Musicians, Instrumental has a longer runway before significant displacement, projected 0 years later than Umpires, Referees, and Other Sports Officials.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Musicians,
0
Unique to Umpires,
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Creativity
Regulatory Barriers
Social Intelligence
Musicians, InstrumentalUmpires, Referees, and Other Sports Officials